Distribution metrics and image segmentation

Linear Algebra and Its Applications

Volumn 425, Issue 2-3, 2007, Pages 663-672

  Georgiou, Tryphon ^a   Michailovich, Oleg ^b   Rathi, Yogesh ^b   Malcolm, James ^b   Tannenbaum, Allen ^b  

^a University of Minnesota   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Distance measures; Distributions; Segmentation; Tracking

Indexed keywords

DISTANCE MEASURES; DISTRIBUTIONAL METRICS; SEGMENTING CURVES;

COMPUTATIONAL GEOMETRY; DISTRIBUTION FUNCTIONS; OPTICAL FILTERS; OPTIMIZATION; PROBLEM SOLVING; TRACKING (POSITION);

IMAGE SEGMENTATION;

EID: 34447556872     PISSN: 00243795     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.laa.2007.03.009     Document Type: Article

References (17)

1. T. Zhang, D. Freedman, Tracking objects using density matching and shape priors, in: Proceedings of the Ninth IEEE International Conference on Computer Vision, 2003, pp. 1950-1954.
2. Freedman D., and Zhang T. Active contours for tracking distributions. IEEE Trans. Image Process. 13 4 (2004)
3. Osher S., and Paragios N. Geometric Level Set Methods in Imaging, Vision and Graphics (2003), Springer Verlag
4. Paragios N., and Deriche R. Geodesic active contorus and level sets for the detection and tracking of moving objects. Trans. Pattern Anal. Machine Intell. 22 3 (2000) 266-280
5. Rousson M., and Cremers D. Efficient kernel density estimation of shape and intensity priors for level set segmentation. Med. Image Comput. Comput. Assist. Interven. 1 (2005) 757-764
6. Sapiro G. Geometric Partial Differential Equations and Image Analysis (2000), Cambridge University Press
7. Osher S., and Fedkiw R.P. Level set methods: An overview and some recent results. J. Comput. Phys. 169 (2001) 463-502
8. Sethian J.A. Level Set Methods and Fast Marching Methods. second ed. (1999), Cambridge University Press
9. Kullback S., and Leibler R. On information and sufficiency. Ann. Math. Statist. 22 (1951) 79-86
10. Cover T., and Thomas J. Elements of Information Theory (1991), Wiley
11. Amari S., and Nagaoka H. Translations of Mathematical Monographs, AMS (2003), Oxford University Press
12. Campbell L. The relation between information theory and the differential geometry approach to statistics. Inform. Sci. 35 (1985) 199-210
13. Bhattacharyya A. Some analogues of the amount of information and their uses in statistical estimation. Sankhya 8 (1946) 1-14
14. Hellinger E. Neue begr undung der theorie der quadratischen formen von unendlichen vielen ver anderlichen. J. Reine Aug. Math. 136 (1909) 210-271
15. T. Georgiou, Distances between power spectral densities, IEEE Trans. on Signal Process., in press.
16. Beckenbach E., and Bellman R. Inequalities (1965), Springer-Verlag
17. A.T.O. Michailovich, Y. Rathi, Image segmentation using active contours driven by information-based criteria, IEEE Trans. Image Process., submitted for publication.